ImpalaE: Towards an optimal policy for efficient resource management at the edge.
Tania Lorido-BotranMuhammad Khurram BhattiPublished in: QuaInT+doors (2021)
Keyphrases
- resource management
- optimal policy
- markov decision processes
- management system
- resource allocation
- finite horizon
- state space
- state dependent
- long run
- infinite horizon
- reinforcement learning
- decision problems
- dynamic programming
- quality of service
- resource utilization
- average reward
- serial inventory systems
- resource manager
- lost sales